2 papers
cs.AI2025
The Illusion of Procedural Reasoning: Measuring Long-Horizon FSM Execution in LLMs
Mahdi Samiei, Mahdi Mansouri, Mahdieh Soleymani Baghshah
Large language models (LLMs) have achieved remarkable results on tasks framed as reasoning problems, yet their true ability to perform procedural reasoning, executing multi-step, r…
hep-ph2025
Holographic complex potential of a quarkonium from deep learning
Mahdi Mansouri, Kazem Bitaghsir Fadafan, Xun Chen
Utilizing an emergent metric developed from deep learning techniques, we determine the complex potential associated with static quarkonium. This study explores the disintegration p…